snn

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

coco pascal-voc snn yolov3-tiny pytorch-yolov3 spiking-neural-network parameter-normalization ann-to-snn channel-wise-normalization eriklindernoren ultralytics convert-operators spiking-yolo

UpdatedMar 23, 2021
Python

open-neuromorphic /open-neuromorphic

Star210

List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.

machine-learning deep-learning neural-network neuromorphic snn neuromorphic-computing

UpdatedDec 4, 2024

coderonion /awesome-snn

Star176

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

spike transformer yolo attention awesome-list object-detection brain snn spiking bindsnet spiking-neural-network event-camera yolov5 large-language-models spikingjelly braincog stbp yolov8 chatgpt yolov11

UpdatedOct 1, 2024

open-neuromorphic /awesome-neuromorphic-hw

Star158

Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.

research ai fpga digital hardware analog ml dnn chip neuromorphic ic mixed-signal snn

UpdatedNov 4, 2023

aa-samad /conv_snn

Star125

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

deep-learning cnn pytorch convolutional-neural-networks neuromorphic cifar10 spatio-temporal-analysis snn

UpdatedOct 22, 2020
Python

kmheckel /spyx

Star112

Spyx: Spiking Neural Networks in JAX

ai ml neural-networks spiking-neural-networks neuromorphic snn jax dm-haiku

UpdatedOct 16, 2024
Jupyter Notebook

fangwei123456 /Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron

Star104

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

deep-neural-networks deep-learning spiking-neural-networks snn

UpdatedAug 9, 2022
Python

nitin-rathi /hybrid-snn-conversion

Star99

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

deep-learning pytorch spiking-neural-networks backpropagation-algorithm snn ann-snn-conversion

UpdatedApr 4, 2021
Python

zhouchenlin2096 /Spikingformer

Star93

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

deep-learning binary spike pytorch transformer spiking-neural-networks energy-efficiency snn neuromorphic-computing brain-inspired spikingjelly 3rd-generation-of-artificial-neural-networks spiking-transformer

UpdatedNov 28, 2024
Python

djsaunde /spiketorch

Sponsor

Star90

Experiments with spiking neural networks (SNNs) in PyTorch. Seehttps://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

python machine-learning pytorch neurons spiking-neural-networks snn

UpdatedMar 15, 2018
Python

synsense /sinabs

Star88

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

machine-learning pytorch spiking-neural-networks snn